Adversarial Attack on 1,000-pair benchmark GLM-4.6V
74.9Attack Success Rate (ASR)FRA-Attack
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FRA-AttackSimilarity Threshold=0.72026.05 | 74.9 | 68.7 | |
| M-Attack-V2Similarity Threshold=0.72026.05 | 61.2 | 61.8 | |
| FOA-AttackSimilarity Threshold=0.72026.05 | 50.5 | 55.4 | |
| M-AttackSimilarity Threshold=0.72026.05 | 44.2 | 51.8 | |
| AttackVLMSimilarity Threshold=0.72026.05 | 0 | 3.5 | |
| AdvDiffVLMSimilarity Threshold=0.72026.05 | 0 | 4.5 | |
| SSA-CWASimilarity Threshold=0.72026.05 | 0 | 3.3 | |
| AnyAttackSimilarity Threshold=0.72026.05 | 0 | 4 |